Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 399 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 172 |
| Duplicate rows (%) | 43.1% |
| Total size in memory | 62.5 KiB |
| Average record size in memory | 160.3 B |
Variable types
| NUM | 17 |
|---|---|
| BOOL | 2 |
| CAT | 1 |
Reproduction
| Analysis started | 2020-08-25 01:11:50.984905 |
|---|---|
| Analysis finished | 2020-08-25 01:12:34.898764 |
| Duration | 43.91 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 172 (43.1%) duplicate rows | Duplicates |
Feature08 has 22 (5.5%) zeros | Zeros |
Feature09 has 40 (10.0%) zeros | Zeros |
Feature00 has 23 (5.8%) zeros | Zeros |
Feature13 has 4 (1.0%) zeros | Zeros |
Feature11 has 11 (2.8%) zeros | Zeros |
Feature01 has 12 (3.0%) zeros | Zeros |
Feature02 has 15 (3.8%) zeros | Zeros |
Feature29
Real number (ℝ≥0)
| Distinct count | 9 |
|---|---|
| Unique (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.112781954887218 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| median | 8 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.239959486 |
|---|---|
| Coefficient of variation (CV) | 0.1743283422 |
| Kurtosis | 7.097352756 |
| Mean | 7.112781955 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.186364251 |
| Sum | 2838 |
| Variance | 1.537499528 |
| Value | Count | Frequency (%) | |
| 8 | 206 | 51.6% | |
| 7 | 92 | 23.1% | |
| 6 | 71 | 17.8% | |
| 5 | 19 | 4.8% | |
| 3 | 4 | 1.0% | |
| 1 | 3 | 0.8% | |
| 4 | 2 | 0.5% | |
| 2 | 1 | 0.3% | |
| 0 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 1 | 3 | 0.8% | |
| 2 | 1 | 0.3% | |
| 3 | 4 | 1.0% | |
| 4 | 2 | 0.5% | |
| 5 | 19 | 4.8% | |
| 6 | 71 | 17.8% | |
| 7 | 92 | 23.1% | |
| 8 | 206 | 51.6% |
| Value | Count | Frequency (%) | |
| 8 | 206 | 51.6% | |
| 7 | 92 | 23.1% | |
| 6 | 71 | 17.8% | |
| 5 | 19 | 4.8% | |
| 4 | 2 | 0.5% | |
| 3 | 4 | 1.0% | |
| 2 | 1 | 0.3% | |
| 1 | 3 | 0.8% | |
| 0 | 1 | 0.3% |
Feature15
Real number (ℝ≥0)
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.924812030075188 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.155872444 |
|---|---|
| Coefficient of variation (CV) | 0.2347038704 |
| Kurtosis | 0.6299481499 |
| Mean | 4.92481203 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.9122558497 |
| Sum | 1965 |
| Variance | 1.336041108 |
| Value | Count | Frequency (%) | |
| 6 | 174 | 43.6% | |
| 4 | 111 | 27.8% | |
| 5 | 76 | 19.0% | |
| 3 | 26 | 6.5% | |
| 2 | 8 | 2.0% | |
| 1 | 3 | 0.8% | |
| 0 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 1 | 3 | 0.8% | |
| 2 | 8 | 2.0% | |
| 3 | 26 | 6.5% | |
| 4 | 111 | 27.8% | |
| 5 | 76 | 19.0% | |
| 6 | 174 | 43.6% |
| Value | Count | Frequency (%) | |
| 6 | 174 | 43.6% | |
| 5 | 76 | 19.0% | |
| 4 | 111 | 27.8% | |
| 3 | 26 | 6.5% | |
| 2 | 8 | 2.0% | |
| 1 | 3 | 0.8% | |
| 0 | 1 | 0.3% |
Feature24
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 219 | 54.9% | |
| 1 | 180 | 45.1% |
Feature17
Real number (ℝ≥0)
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3959899749373434 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.743209066 |
|---|---|
| Coefficient of variation (CV) | 0.3965452779 |
| Kurtosis | -1.044393475 |
| Mean | 4.395989975 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.6156883006 |
| Sum | 1754 |
| Variance | 3.038777849 |
| Value | Count | Frequency (%) | |
| 6 | 174 | 43.6% | |
| 3 | 67 | 16.8% | |
| 5 | 55 | 13.8% | |
| 2 | 42 | 10.5% | |
| 4 | 30 | 7.5% | |
| 1 | 30 | 7.5% | |
| 0 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 1 | 30 | 7.5% | |
| 2 | 42 | 10.5% | |
| 3 | 67 | 16.8% | |
| 4 | 30 | 7.5% | |
| 5 | 55 | 13.8% | |
| 6 | 174 | 43.6% |
| Value | Count | Frequency (%) | |
| 6 | 174 | 43.6% | |
| 5 | 55 | 13.8% | |
| 4 | 30 | 7.5% | |
| 3 | 67 | 16.8% | |
| 2 | 42 | 10.5% | |
| 1 | 30 | 7.5% | |
| 0 | 1 | 0.3% |
| Distinct count | 9 |
|---|---|
| Unique (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.067669172932331 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros | 22 |
| Zeros (%) | 5.5% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 8 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.404546015 |
|---|---|
| Coefficient of variation (CV) | 0.3962882528 |
| Kurtosis | 0.08584251459 |
| Mean | 6.067669173 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.042273517 |
| Sum | 2421 |
| Variance | 5.781841539 |
| Value | Count | Frequency (%) | |
| 8 | 200 | 50.1% | |
| 4 | 61 | 15.3% | |
| 5 | 35 | 8.8% | |
| 6 | 31 | 7.8% | |
| 7 | 22 | 5.5% | |
| 0 | 22 | 5.5% | |
| 2 | 18 | 4.5% | |
| 3 | 8 | 2.0% | |
| 1 | 2 | 0.5% |
| Value | Count | Frequency (%) | |
| 0 | 22 | 5.5% | |
| 1 | 2 | 0.5% | |
| 2 | 18 | 4.5% | |
| 3 | 8 | 2.0% | |
| 4 | 61 | 15.3% | |
| 5 | 35 | 8.8% | |
| 6 | 31 | 7.8% | |
| 7 | 22 | 5.5% | |
| 8 | 200 | 50.1% |
| Value | Count | Frequency (%) | |
| 8 | 200 | 50.1% | |
| 7 | 22 | 5.5% | |
| 6 | 31 | 7.8% | |
| 5 | 35 | 8.8% | |
| 4 | 61 | 15.3% | |
| 3 | 8 | 2.0% | |
| 2 | 18 | 4.5% | |
| 1 | 2 | 0.5% | |
| 0 | 22 | 5.5% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7318295739348373 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 40 |
| Zeros (%) | 10.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.599549061 |
|---|---|
| Coefficient of variation (CV) | 0.4286232875 |
| Kurtosis | 0.4196555993 |
| Mean | 3.731829574 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.195846164 |
| Sum | 1489 |
| Variance | 2.558557197 |
| Value | Count | Frequency (%) | |
| 5 | 195 | 48.9% | |
| 3 | 96 | 24.1% | |
| 4 | 49 | 12.3% | |
| 0 | 40 | 10.0% | |
| 2 | 11 | 2.8% | |
| 1 | 8 | 2.0% |
| Value | Count | Frequency (%) | |
| 0 | 40 | 10.0% | |
| 1 | 8 | 2.0% | |
| 2 | 11 | 2.8% | |
| 3 | 96 | 24.1% | |
| 4 | 49 | 12.3% | |
| 5 | 195 | 48.9% |
| Value | Count | Frequency (%) | |
| 5 | 195 | 48.9% | |
| 4 | 49 | 12.3% | |
| 3 | 96 | 24.1% | |
| 2 | 11 | 2.8% | |
| 1 | 8 | 2.0% | |
| 0 | 40 | 10.0% |
Feature30
Real number (ℝ≥0)
| Distinct count | 15 |
|---|---|
| Unique (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.997493734335839 |
|---|---|
| Minimum | 0 |
| Maximum | 14 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8.9 |
| Q1 | 13 |
| median | 14 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.086687581 |
|---|---|
| Coefficient of variation (CV) | 0.1605453808 |
| Kurtosis | 12.05041136 |
| Mean | 12.99749373 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.265050099 |
| Sum | 5186 |
| Variance | 4.35426506 |
| Value | Count | Frequency (%) | |
| 14 | 234 | 58.6% | |
| 13 | 115 | 28.8% | |
| 9 | 12 | 3.0% | |
| 11 | 9 | 2.3% | |
| 10 | 6 | 1.5% | |
| 8 | 6 | 1.5% | |
| 7 | 4 | 1.0% | |
| 5 | 4 | 1.0% | |
| 12 | 3 | 0.8% | |
| 6 | 1 | 0.3% | |
| 4 | 1 | 0.3% | |
| 3 | 1 | 0.3% | |
| 2 | 1 | 0.3% | |
| 1 | 1 | 0.3% | |
| 0 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 1 | 1 | 0.3% | |
| 2 | 1 | 0.3% | |
| 3 | 1 | 0.3% | |
| 4 | 1 | 0.3% | |
| 5 | 4 | 1.0% | |
| 6 | 1 | 0.3% | |
| 7 | 4 | 1.0% | |
| 8 | 6 | 1.5% | |
| 9 | 12 | 3.0% |
| Value | Count | Frequency (%) | |
| 14 | 234 | 58.6% | |
| 13 | 115 | 28.8% | |
| 12 | 3 | 0.8% | |
| 11 | 9 | 2.3% | |
| 10 | 6 | 1.5% | |
| 9 | 12 | 3.0% | |
| 8 | 6 | 1.5% | |
| 7 | 4 | 1.0% | |
| 6 | 1 | 0.3% | |
| 5 | 4 | 1.0% |
Feature25
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 238 | 59.6% | |
| 0 | 161 | 40.4% |
Feature12
Real number (ℝ≥0)
| Distinct count | 46 |
|---|---|
| Unique (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.43609022556391 |
|---|---|
| Minimum | 0 |
| Maximum | 45 |
| Zeros | 3 |
| Zeros (%) | 0.8% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 28 |
| median | 45 |
| Q3 | 45 |
| 95-th percentile | 45 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 15.6778274 |
|---|---|
| Coefficient of variation (CV) | 0.4552731539 |
| Kurtosis | -0.171140462 |
| Mean | 34.43609023 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.199030263 |
| Sum | 13740 |
| Variance | 245.7942721 |
| Value | Count | Frequency (%) | |
| 45 | 230 | 57.6% | |
| 32 | 27 | 6.8% | |
| 2 | 16 | 4.0% | |
| 3 | 15 | 3.8% | |
| 37 | 14 | 3.5% | |
| 28 | 13 | 3.3% | |
| 5 | 12 | 3.0% | |
| 43 | 10 | 2.5% | |
| 1 | 7 | 1.8% | |
| 6 | 6 | 1.5% | |
| 22 | 4 | 1.0% | |
| 0 | 3 | 0.8% | |
| 10 | 3 | 0.8% | |
| 16 | 3 | 0.8% | |
| 4 | 2 | 0.5% | |
| 15 | 2 | 0.5% | |
| 44 | 2 | 0.5% | |
| 20 | 2 | 0.5% | |
| 41 | 1 | 0.3% | |
| 40 | 1 | 0.3% | |
| 39 | 1 | 0.3% | |
| 38 | 1 | 0.3% | |
| 7 | 1 | 0.3% | |
| 9 | 1 | 0.3% | |
| 42 | 1 | 0.3% | |
| Other values (21) | 21 | 5.3% |
| Value | Count | Frequency (%) | |
| 0 | 3 | 0.8% | |
| 1 | 7 | 1.8% | |
| 2 | 16 | 4.0% | |
| 3 | 15 | 3.8% | |
| 4 | 2 | 0.5% | |
| 5 | 12 | 3.0% | |
| 6 | 6 | 1.5% | |
| 7 | 1 | 0.3% | |
| 8 | 1 | 0.3% | |
| 9 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 45 | 230 | 57.6% | |
| 44 | 2 | 0.5% | |
| 43 | 10 | 2.5% | |
| 42 | 1 | 0.3% | |
| 41 | 1 | 0.3% | |
| 40 | 1 | 0.3% | |
| 39 | 1 | 0.3% | |
| 38 | 1 | 0.3% | |
| 37 | 14 | 3.5% | |
| 36 | 1 | 0.3% |
| Distinct count | 24 |
|---|---|
| Unique (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.50375939849624 |
|---|---|
| Minimum | 0 |
| Maximum | 23 |
| Zeros | 23 |
| Zeros (%) | 5.8% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 14.5 |
| median | 23 |
| Q3 | 23 |
| 95-th percentile | 23 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 8.5 |
Descriptive statistics
| Standard deviation | 6.907818082 |
|---|---|
| Coefficient of variation (CV) | 0.3733197094 |
| Kurtosis | 1.297911858 |
| Mean | 18.5037594 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.569184682 |
| Sum | 7383 |
| Variance | 47.71795066 |
| Value | Count | Frequency (%) | |
| 23 | 219 | 54.9% | |
| 19 | 46 | 11.5% | |
| 14 | 34 | 8.5% | |
| 0 | 23 | 5.8% | |
| 20 | 17 | 4.3% | |
| 10 | 15 | 3.8% | |
| 4 | 7 | 1.8% | |
| 22 | 6 | 1.5% | |
| 5 | 5 | 1.3% | |
| 21 | 5 | 1.3% | |
| 18 | 3 | 0.8% | |
| 1 | 2 | 0.5% | |
| 2 | 2 | 0.5% | |
| 13 | 2 | 0.5% | |
| 12 | 2 | 0.5% | |
| 8 | 2 | 0.5% | |
| 6 | 2 | 0.5% | |
| 3 | 1 | 0.3% | |
| 9 | 1 | 0.3% | |
| 7 | 1 | 0.3% | |
| 15 | 1 | 0.3% | |
| 16 | 1 | 0.3% | |
| 17 | 1 | 0.3% | |
| 11 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 23 | 5.8% | |
| 1 | 2 | 0.5% | |
| 2 | 2 | 0.5% | |
| 3 | 1 | 0.3% | |
| 4 | 7 | 1.8% | |
| 5 | 5 | 1.3% | |
| 6 | 2 | 0.5% | |
| 7 | 1 | 0.3% | |
| 8 | 2 | 0.5% | |
| 9 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 23 | 219 | 54.9% | |
| 22 | 6 | 1.5% | |
| 21 | 5 | 1.3% | |
| 20 | 17 | 4.3% | |
| 19 | 46 | 11.5% | |
| 18 | 3 | 0.8% | |
| 17 | 1 | 0.3% | |
| 16 | 1 | 0.3% | |
| 15 | 1 | 0.3% | |
| 14 | 34 | 8.5% |
Feature04
Real number (ℝ≥0)
| Distinct count | 13 |
|---|---|
| Unique (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.488721804511279 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros | 2 |
| Zeros (%) | 0.5% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 8 |
| median | 10 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.79163289 |
|---|---|
| Coefficient of variation (CV) | 0.2942053679 |
| Kurtosis | 0.8916065234 |
| Mean | 9.488721805 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.185455816 |
| Sum | 3786 |
| Variance | 7.793214191 |
| Value | Count | Frequency (%) | |
| 12 | 142 | 35.6% | |
| 9 | 76 | 19.0% | |
| 11 | 52 | 13.0% | |
| 7 | 44 | 11.0% | |
| 10 | 23 | 5.8% | |
| 8 | 13 | 3.3% | |
| 5 | 12 | 3.0% | |
| 3 | 11 | 2.8% | |
| 6 | 10 | 2.5% | |
| 2 | 8 | 2.0% | |
| 4 | 3 | 0.8% | |
| 1 | 3 | 0.8% | |
| 0 | 2 | 0.5% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.5% | |
| 1 | 3 | 0.8% | |
| 2 | 8 | 2.0% | |
| 3 | 11 | 2.8% | |
| 4 | 3 | 0.8% | |
| 5 | 12 | 3.0% | |
| 6 | 10 | 2.5% | |
| 7 | 44 | 11.0% | |
| 8 | 13 | 3.3% | |
| 9 | 76 | 19.0% |
| Value | Count | Frequency (%) | |
| 12 | 142 | 35.6% | |
| 11 | 52 | 13.0% | |
| 10 | 23 | 5.8% | |
| 9 | 76 | 19.0% | |
| 8 | 13 | 3.3% | |
| 7 | 44 | 11.0% | |
| 6 | 10 | 2.5% | |
| 5 | 12 | 3.0% | |
| 4 | 3 | 0.8% | |
| 3 | 11 | 2.8% |
Feature16
Real number (ℝ≥0)
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4335839598997495 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.225759917 |
|---|---|
| Coefficient of variation (CV) | 0.2764715698 |
| Kurtosis | 0.7452676112 |
| Mean | 4.43358396 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.178305941 |
| Sum | 1769 |
| Variance | 1.502487374 |
| Value | Count | Frequency (%) | |
| 5 | 219 | 54.9% | |
| 4 | 56 | 14.0% | |
| 6 | 45 | 11.3% | |
| 2 | 36 | 9.0% | |
| 3 | 33 | 8.3% | |
| 1 | 9 | 2.3% | |
| 0 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 1 | 9 | 2.3% | |
| 2 | 36 | 9.0% | |
| 3 | 33 | 8.3% | |
| 4 | 56 | 14.0% | |
| 5 | 219 | 54.9% | |
| 6 | 45 | 11.3% |
| Value | Count | Frequency (%) | |
| 6 | 45 | 11.3% | |
| 5 | 219 | 54.9% | |
| 4 | 56 | 14.0% | |
| 3 | 33 | 8.3% | |
| 2 | 36 | 9.0% | |
| 1 | 9 | 2.3% | |
| 0 | 1 | 0.3% |
Feature05
Real number (ℝ≥0)
| Distinct count | 8 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.568922305764411 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.729041502 |
|---|---|
| Coefficient of variation (CV) | 0.3104804496 |
| Kurtosis | 0.5871730935 |
| Mean | 5.568922306 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.133992699 |
| Sum | 2222 |
| Variance | 2.989584514 |
| Value | Count | Frequency (%) | |
| 7 | 186 | 46.6% | |
| 4 | 87 | 21.8% | |
| 6 | 56 | 14.0% | |
| 5 | 39 | 9.8% | |
| 1 | 21 | 5.3% | |
| 2 | 7 | 1.8% | |
| 3 | 2 | 0.5% | |
| 0 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 1 | 21 | 5.3% | |
| 2 | 7 | 1.8% | |
| 3 | 2 | 0.5% | |
| 4 | 87 | 21.8% | |
| 5 | 39 | 9.8% | |
| 6 | 56 | 14.0% | |
| 7 | 186 | 46.6% |
| Value | Count | Frequency (%) | |
| 7 | 186 | 46.6% | |
| 6 | 56 | 14.0% | |
| 5 | 39 | 9.8% | |
| 4 | 87 | 21.8% | |
| 3 | 2 | 0.5% | |
| 2 | 7 | 1.8% | |
| 1 | 21 | 5.3% | |
| 0 | 1 | 0.3% |
| Distinct count | 70 |
|---|---|
| Unique (%) | 17.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.26065162907268 |
|---|---|
| Minimum | 0 |
| Maximum | 69 |
| Zeros | 4 |
| Zeros (%) | 1.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 23.5 |
| median | 57 |
| Q3 | 69 |
| 95-th percentile | 69 |
| Maximum | 69 |
| Range | 69 |
| Interquartile range (IQR) | 45.5 |
Descriptive statistics
| Standard deviation | 24.37525375 |
|---|---|
| Coefficient of variation (CV) | 0.5157621174 |
| Kurtosis | -1.182338081 |
| Mean | 47.26065163 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.6031363797 |
| Sum | 18857 |
| Variance | 594.1529956 |
| Value | Count | Frequency (%) | |
| 69 | 174 | 43.6% | |
| 2 | 15 | 3.8% | |
| 31 | 13 | 3.3% | |
| 16 | 12 | 3.0% | |
| 68 | 12 | 3.0% | |
| 23 | 12 | 3.0% | |
| 49 | 12 | 3.0% | |
| 47 | 12 | 3.0% | |
| 11 | 11 | 2.8% | |
| 38 | 9 | 2.3% | |
| 55 | 8 | 2.0% | |
| 7 | 6 | 1.5% | |
| 4 | 6 | 1.5% | |
| 20 | 6 | 1.5% | |
| 25 | 5 | 1.3% | |
| 22 | 4 | 1.0% | |
| 1 | 4 | 1.0% | |
| 0 | 4 | 1.0% | |
| 58 | 4 | 1.0% | |
| 42 | 3 | 0.8% | |
| 10 | 3 | 0.8% | |
| 14 | 3 | 0.8% | |
| 21 | 3 | 0.8% | |
| 32 | 3 | 0.8% | |
| 40 | 3 | 0.8% | |
| Other values (45) | 52 | 13.0% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 1.0% | |
| 1 | 4 | 1.0% | |
| 2 | 15 | 3.8% | |
| 3 | 1 | 0.3% | |
| 4 | 6 | 1.5% | |
| 5 | 1 | 0.3% | |
| 6 | 1 | 0.3% | |
| 7 | 6 | 1.5% | |
| 8 | 1 | 0.3% | |
| 9 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 69 | 174 | 43.6% | |
| 68 | 12 | 3.0% | |
| 67 | 1 | 0.3% | |
| 66 | 1 | 0.3% | |
| 65 | 1 | 0.3% | |
| 64 | 1 | 0.3% | |
| 63 | 1 | 0.3% | |
| 62 | 1 | 0.3% | |
| 61 | 1 | 0.3% | |
| 60 | 1 | 0.3% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.568922305764411 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 11 |
| Zeros (%) | 2.8% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.619490767 |
|---|---|
| Coefficient of variation (CV) | 0.4537758539 |
| Kurtosis | -0.9530743044 |
| Mean | 3.568922306 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.7360650338 |
| Sum | 1424 |
| Variance | 2.622750343 |
| Value | Count | Frequency (%) | |
| 5 | 174 | 43.6% | |
| 4 | 80 | 20.1% | |
| 1 | 65 | 16.3% | |
| 2 | 38 | 9.5% | |
| 3 | 31 | 7.8% | |
| 0 | 11 | 2.8% |
| Value | Count | Frequency (%) | |
| 0 | 11 | 2.8% | |
| 1 | 65 | 16.3% | |
| 2 | 38 | 9.5% | |
| 3 | 31 | 7.8% | |
| 4 | 80 | 20.1% | |
| 5 | 174 | 43.6% |
| Value | Count | Frequency (%) | |
| 5 | 174 | 43.6% | |
| 4 | 80 | 20.1% | |
| 3 | 31 | 7.8% | |
| 2 | 38 | 9.5% | |
| 1 | 65 | 16.3% | |
| 0 | 11 | 2.8% |
Feature23
Real number (ℝ≥0)
| Distinct count | 21 |
|---|---|
| Unique (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.536340852130326 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 18 |
| median | 20 |
| Q3 | 20 |
| 95-th percentile | 20 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.234247894 |
|---|---|
| Coefficient of variation (CV) | 0.1744814643 |
| Kurtosis | 14.11209601 |
| Mean | 18.53634085 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.629829026 |
| Sum | 7396 |
| Variance | 10.46035944 |
| Value | Count | Frequency (%) | |
| 20 | 244 | 61.2% | |
| 18 | 98 | 24.6% | |
| 19 | 19 | 4.8% | |
| 16 | 6 | 1.5% | |
| 13 | 5 | 1.3% | |
| 14 | 4 | 1.0% | |
| 3 | 4 | 1.0% | |
| 15 | 3 | 0.8% | |
| 12 | 2 | 0.5% | |
| 9 | 2 | 0.5% | |
| 4 | 2 | 0.5% | |
| 5 | 1 | 0.3% | |
| 1 | 1 | 0.3% | |
| 2 | 1 | 0.3% | |
| 10 | 1 | 0.3% | |
| 6 | 1 | 0.3% | |
| 7 | 1 | 0.3% | |
| 8 | 1 | 0.3% | |
| 11 | 1 | 0.3% | |
| 17 | 1 | 0.3% | |
| 0 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 1 | 1 | 0.3% | |
| 2 | 1 | 0.3% | |
| 3 | 4 | 1.0% | |
| 4 | 2 | 0.5% | |
| 5 | 1 | 0.3% | |
| 6 | 1 | 0.3% | |
| 7 | 1 | 0.3% | |
| 8 | 1 | 0.3% | |
| 9 | 2 | 0.5% |
| Value | Count | Frequency (%) | |
| 20 | 244 | 61.2% | |
| 19 | 19 | 4.8% | |
| 18 | 98 | 24.6% | |
| 17 | 1 | 0.3% | |
| 16 | 6 | 1.5% | |
| 15 | 3 | 0.8% | |
| 14 | 4 | 1.0% | |
| 13 | 5 | 1.3% | |
| 12 | 2 | 0.5% | |
| 11 | 1 | 0.3% |
| Distinct count | 32 |
|---|---|
| Unique (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.325814536340854 |
|---|---|
| Minimum | 0 |
| Maximum | 31 |
| Zeros | 12 |
| Zeros (%) | 3.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 11 |
| median | 31 |
| Q3 | 31 |
| 95-th percentile | 31 |
| Maximum | 31 |
| Range | 31 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 11.9015691 |
|---|---|
| Coefficient of variation (CV) | 0.533085549 |
| Kurtosis | -0.899610476 |
| Mean | 22.32581454 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.9061413434 |
| Sum | 8908 |
| Variance | 141.647347 |
| Value | Count | Frequency (%) | |
| 31 | 230 | 57.6% | |
| 1 | 46 | 11.5% | |
| 23 | 26 | 6.5% | |
| 0 | 12 | 3.0% | |
| 11 | 11 | 2.8% | |
| 10 | 10 | 2.5% | |
| 12 | 10 | 2.5% | |
| 7 | 7 | 1.8% | |
| 4 | 6 | 1.5% | |
| 3 | 5 | 1.3% | |
| 30 | 3 | 0.8% | |
| 18 | 3 | 0.8% | |
| 20 | 3 | 0.8% | |
| 28 | 3 | 0.8% | |
| 29 | 3 | 0.8% | |
| 21 | 2 | 0.5% | |
| 16 | 2 | 0.5% | |
| 22 | 2 | 0.5% | |
| 2 | 2 | 0.5% | |
| 8 | 1 | 0.3% | |
| 5 | 1 | 0.3% | |
| 6 | 1 | 0.3% | |
| 27 | 1 | 0.3% | |
| 13 | 1 | 0.3% | |
| 9 | 1 | 0.3% | |
| Other values (7) | 7 | 1.8% |
| Value | Count | Frequency (%) | |
| 0 | 12 | 3.0% | |
| 1 | 46 | 11.5% | |
| 2 | 2 | 0.5% | |
| 3 | 5 | 1.3% | |
| 4 | 6 | 1.5% | |
| 5 | 1 | 0.3% | |
| 6 | 1 | 0.3% | |
| 7 | 7 | 1.8% | |
| 8 | 1 | 0.3% | |
| 9 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 31 | 230 | 57.6% | |
| 30 | 3 | 0.8% | |
| 29 | 3 | 0.8% | |
| 28 | 3 | 0.8% | |
| 27 | 1 | 0.3% | |
| 26 | 1 | 0.3% | |
| 25 | 1 | 0.3% | |
| 24 | 1 | 0.3% | |
| 23 | 26 | 6.5% | |
| 22 | 2 | 0.5% |
| Distinct count | 10 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1002506265664165 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 15 |
| Zeros (%) | 3.8% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.660897747 |
|---|---|
| Coefficient of variation (CV) | 0.4361948238 |
| Kurtosis | -0.747870293 |
| Mean | 6.100250627 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.5047607702 |
| Sum | 2434 |
| Variance | 7.080376821 |
| Value | Count | Frequency (%) | |
| 9 | 128 | 32.1% | |
| 5 | 110 | 27.6% | |
| 7 | 33 | 8.3% | |
| 2 | 33 | 8.3% | |
| 8 | 30 | 7.5% | |
| 3 | 23 | 5.8% | |
| 6 | 15 | 3.8% | |
| 0 | 15 | 3.8% | |
| 4 | 8 | 2.0% | |
| 1 | 4 | 1.0% |
| Value | Count | Frequency (%) | |
| 0 | 15 | 3.8% | |
| 1 | 4 | 1.0% | |
| 2 | 33 | 8.3% | |
| 3 | 23 | 5.8% | |
| 4 | 8 | 2.0% | |
| 5 | 110 | 27.6% | |
| 6 | 15 | 3.8% | |
| 7 | 33 | 8.3% | |
| 8 | 30 | 7.5% | |
| 9 | 128 | 32.1% |
| Value | Count | Frequency (%) | |
| 9 | 128 | 32.1% | |
| 8 | 30 | 7.5% | |
| 7 | 33 | 8.3% | |
| 6 | 15 | 3.8% | |
| 5 | 110 | 27.6% | |
| 4 | 8 | 2.0% | |
| 3 | 23 | 5.8% | |
| 2 | 33 | 8.3% | |
| 1 | 4 | 1.0% | |
| 0 | 15 | 3.8% |
Feature26
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 |
| Value | Count | Frequency (%) | |
| 0 | 199 | 49.9% | |
| 1 | 116 | 29.1% | |
| 2 | 84 | 21.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 199 | 49.9% | |
| 1 | 116 | 29.1% | |
| 2 | 84 | 21.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 399 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 199 | 49.9% | |
| 1 | 116 | 29.1% | |
| 2 | 84 | 21.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 399 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 199 | 49.9% | |
| 1 | 116 | 29.1% | |
| 2 | 84 | 21.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 399 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 199 | 49.9% | |
| 1 | 116 | 29.1% | |
| 2 | 84 | 21.1% |
target
Real number (ℝ≥0)
| Distinct count | 5 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.218045112781955 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.287775999 |
|---|---|
| Coefficient of variation (CV) | 0.4001733828 |
| Kurtosis | -1.074597752 |
| Mean | 3.218045113 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.1500339814 |
| Sum | 1284 |
| Variance | 1.658367023 |
| Value | Count | Frequency (%) | |
| 4 | 96 | 24.1% | |
| 3 | 95 | 23.8% | |
| 2 | 83 | 20.8% | |
| 5 | 81 | 20.3% | |
| 1 | 44 | 11.0% |
| Value | Count | Frequency (%) | |
| 1 | 44 | 11.0% | |
| 2 | 83 | 20.8% | |
| 3 | 95 | 23.8% | |
| 4 | 96 | 24.1% | |
| 5 | 81 | 20.3% |
| Value | Count | Frequency (%) | |
| 5 | 81 | 20.3% | |
| 4 | 96 | 24.1% | |
| 3 | 95 | 23.8% | |
| 2 | 83 | 20.8% | |
| 1 | 44 | 11.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Feature29 | Feature15 | Feature24 | Feature17 | Feature08 | Feature09 | Feature30 | Feature25 | Feature12 | Feature00 | Feature04 | Feature16 | Feature05 | Feature13 | Feature11 | Feature23 | Feature01 | Feature02 | Feature26 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 8 | 6 | 1 | 6 | 8 | 5 | 14 | 1 | 45 | 14 | 12 | 6 | 7 | 69 | 5 | 20 | 31 | 9 | 2 | 5 |
| 1 | 8 | 6 | 1 | 6 | 7 | 5 | 14 | 1 | 45 | 23 | 11 | 5 | 7 | 69 | 5 | 20 | 31 | 8 | 1 | 4 |
| 2 | 8 | 6 | 1 | 6 | 6 | 5 | 14 | 1 | 45 | 23 | 10 | 5 | 7 | 69 | 5 | 19 | 31 | 7 | 1 | 3 |
| 3 | 7 | 5 | 0 | 5 | 8 | 5 | 13 | 1 | 28 | 19 | 12 | 4 | 7 | 47 | 4 | 20 | 1 | 9 | 0 | 2 |
| 4 | 7 | 6 | 1 | 6 | 8 | 5 | 12 | 1 | 45 | 10 | 12 | 3 | 7 | 69 | 5 | 18 | 31 | 9 | 0 | 2 |
| 5 | 8 | 6 | 1 | 6 | 6 | 5 | 14 | 1 | 45 | 23 | 10 | 5 | 7 | 69 | 5 | 19 | 31 | 7 | 1 | 4 |
| 6 | 8 | 5 | 0 | 5 | 8 | 5 | 14 | 1 | 32 | 19 | 12 | 4 | 7 | 49 | 3 | 20 | 1 | 9 | 2 | 2 |
| 7 | 7 | 4 | 0 | 5 | 8 | 5 | 13 | 1 | 2 | 19 | 12 | 4 | 7 | 23 | 4 | 20 | 1 | 9 | 0 | 2 |
| 8 | 6 | 4 | 0 | 4 | 8 | 5 | 13 | 1 | 45 | 0 | 12 | 2 | 7 | 11 | 2 | 20 | 11 | 9 | 0 | 4 |
| 9 | 8 | 6 | 1 | 6 | 7 | 5 | 14 | 1 | 45 | 23 | 11 | 5 | 7 | 69 | 5 | 20 | 31 | 8 | 1 | 4 |
Last rows
| Feature29 | Feature15 | Feature24 | Feature17 | Feature08 | Feature09 | Feature30 | Feature25 | Feature12 | Feature00 | Feature04 | Feature16 | Feature05 | Feature13 | Feature11 | Feature23 | Feature01 | Feature02 | Feature26 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 389 | 7 | 4 | 0 | 1 | 4 | 4 | 13 | 1 | 43 | 10 | 12 | 3 | 7 | 22 | 1 | 20 | 27 | 3 | 0 | 3 |
| 390 | 5 | 5 | 1 | 1 | 4 | 4 | 14 | 0 | 39 | 23 | 12 | 5 | 7 | 9 | 1 | 20 | 31 | 3 | 0 | 4 |
| 391 | 6 | 5 | 0 | 5 | 4 | 4 | 13 | 0 | 4 | 23 | 12 | 5 | 7 | 28 | 3 | 20 | 31 | 3 | 0 | 2 |
| 392 | 6 | 5 | 0 | 1 | 4 | 4 | 13 | 0 | 3 | 23 | 7 | 5 | 4 | 26 | 3 | 20 | 31 | 6 | 0 | 2 |
| 393 | 3 | 6 | 0 | 6 | 4 | 4 | 7 | 0 | 45 | 23 | 7 | 5 | 4 | 69 | 5 | 20 | 31 | 6 | 0 | 1 |
| 394 | 6 | 5 | 0 | 1 | 4 | 4 | 13 | 0 | 2 | 23 | 7 | 5 | 4 | 2 | 0 | 20 | 31 | 6 | 0 | 5 |
| 395 | 8 | 6 | 0 | 6 | 3 | 4 | 14 | 1 | 45 | 23 | 6 | 5 | 4 | 69 | 5 | 20 | 31 | 4 | 1 | 5 |
| 396 | 8 | 6 | 0 | 6 | 3 | 4 | 14 | 1 | 45 | 23 | 6 | 5 | 4 | 69 | 5 | 20 | 31 | 4 | 1 | 3 |
| 397 | 8 | 6 | 0 | 6 | 3 | 4 | 14 | 0 | 45 | 23 | 6 | 5 | 4 | 69 | 5 | 20 | 31 | 4 | 1 | 1 |
| 398 | 8 | 6 | 0 | 6 | 3 | 4 | 14 | 0 | 45 | 23 | 6 | 5 | 4 | 69 | 5 | 20 | 31 | 4 | 1 | 3 |
Most frequent
| Feature29 | Feature15 | Feature24 | Feature17 | Feature08 | Feature09 | Feature30 | Feature25 | Feature12 | Feature00 | Feature04 | Feature16 | Feature05 | Feature13 | Feature11 | Feature23 | Feature01 | Feature02 | Feature26 | target | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 21 | 8 | 3 | 1 | 3 | 8 | 5 | 14 | 1 | 37 | 14 | 12 | 6 | 7 | 31 | 1 | 20 | 23 | 9 | 2 | 5 | 13 |
| 12 | 7 | 4 | 0 | 3 | 8 | 5 | 13 | 1 | 5 | 14 | 12 | 6 | 7 | 16 | 2 | 20 | 23 | 9 | 0 | 5 | 12 |
| 13 | 7 | 4 | 0 | 5 | 8 | 5 | 13 | 1 | 2 | 19 | 12 | 4 | 7 | 23 | 4 | 20 | 1 | 9 | 0 | 2 | 12 |
| 16 | 7 | 5 | 0 | 5 | 8 | 5 | 13 | 1 | 28 | 19 | 12 | 4 | 7 | 47 | 4 | 20 | 1 | 9 | 0 | 2 | 12 |
| 23 | 8 | 5 | 0 | 5 | 8 | 5 | 14 | 1 | 32 | 19 | 12 | 4 | 7 | 49 | 3 | 20 | 1 | 9 | 2 | 2 | 12 |
| 7 | 6 | 4 | 0 | 4 | 8 | 5 | 13 | 1 | 45 | 0 | 12 | 2 | 7 | 11 | 2 | 20 | 11 | 9 | 0 | 4 | 11 |
| 30 | 8 | 6 | 1 | 6 | 5 | 0 | 14 | 1 | 45 | 23 | 11 | 5 | 1 | 69 | 5 | 20 | 31 | 2 | 1 | 5 | 11 |
| 22 | 8 | 4 | 0 | 3 | 8 | 5 | 14 | 1 | 45 | 10 | 12 | 3 | 7 | 68 | 1 | 18 | 10 | 9 | 2 | 3 | 10 |
| 2 | 5 | 5 | 1 | 2 | 8 | 5 | 9 | 1 | 32 | 20 | 12 | 2 | 7 | 38 | 1 | 20 | 0 | 9 | 0 | 4 | 9 |
| 42 | 8 | 6 | 1 | 6 | 7 | 5 | 14 | 1 | 45 | 23 | 11 | 5 | 7 | 69 | 5 | 20 | 31 | 8 | 1 | 4 | 9 |